The Nuanced Perspective

How to Ship Production Ready Code with AI Assistance

The article introduces the RePPIT framework, a structured methodology designed to move beyond "vibe coding" and achieve 2-3X faster production-quality development using AI. By foll…

Evals for Everyone: A Deep Dive

This article summarizes a three-part series called “Evals for Everyone” focused on comprehensive AI evaluation. The series highlights the confusion around the term "evals" – often …

Choosing an Agentic AI Framework: A Practical Guide for Engineering Leaders

This article provides a practical guide for engineering leaders choosing an agentic AI framework, focusing on LangGraph, Spring AI, and Strands. It argues that while framework sele…